AI & Machine Learning Services for Elmore Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Elmore or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Elmore services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Elmore or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Our reputation for reliability, collaboration, and capability has earned us the trust of businesses throughout Australia, including those based in Elmore, Victoria, Australia. As a trusted national partner, we've had the privilege of working with clients across various industries to deliver innovative solutions that drive growth and prosperity. Our team is passionate about understanding the unique challenges faced by businesses operating in Elmore, Victoria, Australia. We recognize that each company has its own distinct needs, goals, and objectives. That's why we take the time to listen carefully, ask insightful questions, and work closely with our clients to develop tailored solutions that meet their specific requirements. From concept to delivery, our experienced engineers and product developers bring a wealth of knowledge and expertise to every project. We're committed to staying at the forefront of innovation, investing in cutting-edge technologies, and partnering with leading suppliers to ensure that our solutions are always up-to-date and effective. As a result, our clients can rely on us for support across the entire product lifecycle – from design and development to testing, manufacturing, and aftermarket services. Whether you're looking to improve process efficiency, enhance product performance, or develop new markets, we've got the expertise to help you achieve your goals. In Elmore, Victoria, Australia, local businesses are at the heart of our community's vitality. That's why we're dedicated to serving these same businesses with innovative engineering solutions that drive growth and prosperity. Our commitment to collaboration, reliability, and capability has earned us a reputation as a trusted national partner, and we're eager to bring our expertise to your doorstep. So why wait? Let COLETEK be your partner in innovation. Get in touch today and discover how our engineering and product development capabilities can help you build something remarkable – for Elmore, Victoria, Australia and beyond.